BPS can improve renal injury and renal fibrosis in db/db diabetic nephropathy mice, which may be related to the decrease of apoptosis, inhibition of inflammation, reduction of ECM, and regulation of NLRP3 inflammasome. The gene discussed is NLRP3; the disease is renal fibrosis.